System and method for electronic data communication

ABSTRACT

In a method for transmitting video for a display panel between a transmitter in electronic communication with a receiver over a wireless communication channel, the method includes: receiving, by a transmitter, a data signal from a data source; receiving, by the transmitter, a return signal from a receiver; encoding, by the transmitter based on the return signal, the data signal utilizing a plurality of encoder blocks to generate a layered encoded data stream, wherein a first encoder block encodes the data signal and each subsequent encoder block encodes a difference between an input of a preceding encoder block and an output of a quantizer of a preceding encoder block; and transmitting, by the transmitter, the layered encoded data stream to the receiver for decoding and display on the display panel.

CROSS-REFERENCE TO RELATED APPLICATION(S)

The present application is a continuation of U.S. patent application Ser. No. 15/481,433, filed on Apr. 6, 2017, which is a continuation-in-part of U.S. patent application Ser. No. 15/359,553, filed on Nov. 22, 2016, now U.S. Pat. No. 10,075,671, U.S. patent application Ser. No. 15/359,551, filed on Nov. 22, 2016, and U.S. patent application Ser. No. 15/359,564, filed on Nov. 22, 2016, all of which claim the benefit of U.S. Provisional Application No. 62/400,042, filed on Sep. 26, 2016, and U.S. patent application Ser. No. 15/481,433 further claims the benefit of U.S. Provisional Application No. 62/400,042, filed on Sep. 26, 2016 and U.S. Provisional Application No. 62/449,544, filed on Jan. 23, 2017, the entire content of each of the above-listed 6 applications is incorporated herein by reference.

FIELD

Aspects of one or more example embodiments of the present invention relate to a system and method for electronic data communication.

BACKGROUND

The demand for video transmission over wireless is increasing due to advent of new applications and use cases. Technological advancements in high resolution display screens and the advent of high quality video (HD, FHD, UHD, etc.) have resulted in increased bandwidth requirements for high throughput transmissions over recent years. For example, uncompressed Ultra High Definition (UHD) video requires 12 Gbps of bandwidth.

In addition to high data rate constraints, wireless video transmission is also time/delay sensitive. When provided with 60 frames per second, the inter-frame time is 1/60=16.6 ms. Thus, any portion of a frame not received within 16.6 ms must be dropped so that the display can begin rendering the next frame, and data retransmission is typically not a viable option. In addition to high bandwidth and latency requirements, wireless channels may be susceptible to interference, which may cause the quality of a wireless channel to vary unpredictably over time. Thus, it may be difficult to provide a guaranteed Quality of Service (QoS) for sending high quality video data over wireless channel.

The above information discussed in this Background section is only for enhancement of understanding of the background of the described technology and therefore it may contain information that does not constitute prior art that is already known to a person having ordinary skill in the art.

SUMMARY

Aspects of one or more example embodiments of the present invention relate to a system and method for electronic data communication.

According to some example embodiments, in a method for transmitting video for a display panel between a transmitter in electronic communication with a receiver over a wireless communication channel, the method includes: receiving, by a transmitter, a data signal from a data source; receiving, by the transmitter, a return signal from a receiver; encoding, by the transmitter based on the return signal, the data signal utilizing a plurality of encoder blocks to generate a layered encoded data stream, wherein a first encoder block encodes the data signal and each subsequent encoder block encodes a difference between an input of a preceding encoder block and an output of a quantizer of a preceding encoder block; and transmitting, by the transmitter, the layered encoded data stream to the receiver for decoding and display on the display panel.

According to some embodiments, the method further includes dynamically modifying, by the transmitter based on at least one of channel quality, video quality, codec requirements, compression ratio requirements, or data rate requirements, one or more parameters of the plurality of encoder blocks for subsequent encoding and transmission of the data signal.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks includes adjusting a number of the encoder blocks.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks adjusting a compression ratio of the encoder blocks.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks includes adjusting at least one of a transform operation, adjusting a quantization table, or adjusting a variable length encoder algorithm utilized in the encoder blocks.

According to some embodiments, the method further includes selecting a profile from among a plurality of profiles based on the return signal, each of the profiles having different predefined parameters corresponding to the plurality of encoder blocks.

According to some embodiments, the different predefined parameters include a difference in a number of the encoder blocks for at least two of the plurality of profiles.

According to some embodiments, the return signal comprises an indicator of a quality of the wireless communication channel as measured by the receiver.

According to some embodiments, the return signal comprises an indicator of visual quality as measured by the receiver.

In a transmitter for transmitting data for a display panel to a receiver over a wireless communication channel according to some example embodiments, the transmitter is configured to: receive a data signal from a data source; receive a return signal from a receiver; encode, based on the return signal, the data signal utilizing a plurality of encoder blocks to generate a layered encoded data stream, wherein a first encoder block encodes the data signal and each subsequent encoder block encodes a difference between an input of a preceding encoder block and an output of a quantizer of a preceding encoder block; and transmit the layered encoded data stream to the receiver for decoding and display on the display panel.

According to some embodiments, the transmitter is further configured to dynamically modify, based on at least one of channel quality, video quality, codec requirements, compression ratio requirements, or data rate requirements, one or more parameters of the plurality of encoder blocks for subsequent encoding and transmission of the data signal.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks includes adjusting a number of the encoder blocks.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks includes adjusting a compression ratio of the encoder blocks.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks includes adjusting at least one of a transform operation, adjusting a quantization table, or adjusting a variable length encoder algorithm utilized in the encoder blocks.

According to some embodiments, modifying the one or more parameters of the plurality of encoder blocks includes adjusting at least one of a transform operation, adjusting a quantization table, or adjusting a variable length encoder algorithm utilized in the encoder blocks.

According to some embodiments, the transmitter is further configured to select a profile from among a plurality of profiles based on the return signal, each of the profiles having different predefined parameters corresponding to the plurality of encoder blocks.

According to some embodiments, the different predefined parameters include a difference in a number of the encoder blocks for at least two of the plurality of profiles.

According to some embodiments, the return signal includes an indicator of a quality of the wireless communication channel as measured by the receiver.

According to some embodiments, the return signal includes an indicator of visual quality as measured by the receiver.

In a receiver for receiving data for a display panel from a transmitter over a wireless communication channel according to some example embodiments, the receiver is configured to: receive a layered encoded data stream from the transmitter over a wireless communication channel; transmit a return signal to the transmitter; decode the layered encoded data stream utilizing a plurality of decoder blocks according to parameters of corresponding encoder blocks of the transmitter to generate a decoded data stream, wherein a first layer of the layered encoded data stream is a compressed version of an input data stream, and each subsequent layer of the layered encoded data stream is a compressed version of a difference between an input of a preceding encoder block and an output of a quantizer of a preceding encoder block; and transmit the decoded data stream to a display panel for display thereby.

BRIEF DESCRIPTION OF THE DRAWINGS

The patent or application file contains at least one drawing executed in color. Copies of this patent or patent application publication with color drawings will be provided by the Office upon request and payment of the necessary fee.

A more complete appreciation of the present invention, and many of the attendant features and aspects thereof, will become more readily apparent as the invention becomes better understood by reference to the following detailed description when considered in conjunction with the accompanying drawings in which like reference symbols indicate like components, wherein:

FIG. 1 is a block diagram illustrating a wireless data transmission system illustrating a high level overview description of a cross-layer optimization system, according to some example embodiments of the present invention;

FIG. 2 illustrates an example layer-based compression scheme utilized according to some example embodiments of the present invention;

FIG. 3 is a block diagram illustrating further details of an example architecture and some components of a cross-layer optimization system, according to some example embodiments of the present invention;

FIG. 4 illustrates an example partitioning of pixels into different types, according to some example embodiments of the present invention;

FIG. 5 illustrates an example of a field of view for one eye, according to some example embodiments of the present invention;

FIG. 6 illustrates an example of a reorganization of a packet or layer structure, according to some example embodiments of the present invention;

FIG. 7 illustrates an example header structure according to some example embodiments of the present invention;

FIG. 8 illustrates an example reorganization of data, according to some example embodiments of the present invention;

FIG. 9 illustrates an example reorganization of pixel bits and packets, according to some example embodiments of the present invention;

FIG. 10 illustrates available header fields under a wireless communication standard;

FIG. 11 is a flow chart illustrating a process for cross-layer image optimization, according to some example embodiments of the present invention;

FIG. 12A illustrates a transmitter architecture for a dynamic layering compression system and method according to some example embodiments of the present invention;

FIG. 12B illustrates a receiver architecture for a dynamic layering compression system and method according to some example embodiments of the present invention;

FIG. 13 illustrates a simplified example of how blocks of data of size W×H bits can be processed (e.g., encoded and decoded) in parallel, according to some example embodiments of the present invention; and

FIG. 14 illustrates various example configurations for different data transmission profiles according to some example embodiments of the present invention.

DETAILED DESCRIPTION

Aspects of example embodiments of the present invention relate to a system and method for electronic data communication.

The detailed description set forth below in connection with the appended drawing is intended as a description of exemplary embodiments of a system and method for cross layer image optimization (CLIO) for wireless video transmission over multi-gigabit channels, provided in accordance with the present invention and is not intended to represent the only forms in which the present invention may be constructed or utilized. The description sets forth the features of the present invention in connection with the illustrated embodiments. It is to be understood, however, that the same or equivalent functions and structures may be accomplished by different embodiments that are also intended to be encompassed within the spirit and scope of the invention. As denoted elsewhere herein, like element numbers are intended to indicate like elements or features.

The future of display technology includes a world full of inexpensive displays fed by various wireless streaming devices (mobile phones, set-top boxes, projectors, etc.). High quality video transmission over wireless links has shown to be challenging. Wireless devices are non-stationary, while wireless links have scarce bandwidth and are susceptible to many types of noise. The latency may also be high and variable, which is particularly harmful to video. Due to the stringent requirements for video transmission, the common design methodology in which different layers (e.g., the Application (APP) layer, media access control (MAC) layer, and Physical (PHY) layer) are designed independently does not facilitate high data rate wireless data transmission. Accordingly, embodiments of the present invention provide a cross layer approach, in which the information at one layer is utilized to change parameters at different layers. Such flexibility allows for quick adaptation to the fast changes of the wireless link.

The IEEE 802.11ad standard is capable of providing the required bitrate for uncompressed full high definition (FHD) wireless video. 802.11ad works in the 60 GHz band using channels with 2.16 GHz of bandwidth and provides up to 4.6 Gbps of bandwidth at the physical layer (PHY) using a single carrier, which is sufficient for uncompressed FHD video transmission. IEEE 802.11ad, however, is only able to obtain the maximum bandwidth in certain deployments. For example, IEEE 802.11ad requires the transmitter and receiver to be located within short distance of each other and within line of sight (LoS)). Embodiments of the present invention, therefore, provide an improved approach for wireless data transmission.

According to several embodiments, various characteristics of the present invention may be used to improve and guarantee the QoS for video streaming over wireless networks, including Physical (PHY), medium access control (MAC), or Application (APP) cross layer solutions. Accordingly, information from one layer (for example, the MAC layer) may be used to optimize parameters in another layer (for example, the APP layer). For example, in video streaming, the APP layer could utilize information about channel quality in rate control (network awareness). Lower layers may also be configured to utilize information about video traffic characteristics. According to various embodiments, the system employs dynamic profile partitioning, dynamic tagging for packets, unequal error protection for different layers in layer based compression technique, and importance level aware modulation and modulation/coding selection, packetization, and bit or pixel pruning.

According to one embodiment, a cross layer method may be utilized to optimize perceptual quality in delay constrained scalable video transmission. Additionally, Unequal Error Protection (UEP) may be employed according to packet loss visibility in the PHY layer for each video layer. There is also buffer-aware source adaptation in the APP layer. A rate adaptation scheme is used for QoS-driven seamless handoff scheme based on the IEEE 802.11 Media Independent Handover (MIH) framework. In order to control the rate, the Quantization Parameter (QP) is adapted for the single layer coding (AVC/H.264) and the enhancement layers are dropped for the scalable coding (SVC/H.264). Rate and traffic adaptation along with admission control and automatic layer management to optimize QoS in terms of the number of admitted sessions and video quality in wireless video transmission is also included. Traffic management, path selection, and fame filtering are included as cross layer optimization techniques for video streaming over UDP/RTP in cellular networks. The cross layer framework includes video codec optimization, time slicing optimization for layer coded transmissions, and an adaptive Modulation and Coding Scheme (MCS) to optimize users' QoS levels and energy efficiency of wireless multimedia broadcast receivers considering display size and energy constraints.

By its nature, compression removes redundancy from a source and is thus inherently more sensitive to transmission errors. There are several methods that a compression system can use to mitigate the effect of transmission errors in a video stream. If the video stream has quality, spatial, or temporal scalability, then we can use the concept of unequal error protection (UEP) to provide higher levels of protection for the more important information bits. On the receiver side, if the video stream has the property of error resilience, then error propagation is minimized and a good proportion of errors can be ignored. After decoding, error concealment may be applied to the decoded output. One technique which uses temporal error concealment is to save the previous frame and replay the frame when the current frame is corrupted. Another possibility is to use the surrounding pixels of an area which is in error to predict the current pixels. Typically, error concealment is used as a last resort if the other methods fail.

FIG. 1 is a block diagram illustrating a wireless data transmission system 100, according to some example embodiments of the present invention. The wireless data transmission system 100 includes a transmitter 102, configured to receive, at an input terminal 103, data (e.g., uncompressed video data) from a data source 104 (e.g., an external data source such as a video card computer system). The wireless data transmission system 100 further includes a receiver 106. The receiver 106 may be incorporated into a user device or electronic device 108 (e.g., an electronic display device, smart phone, television, tablet, etc.) having a display panel 110 configured to display images and video. The display panel 110 includes a plurality of pixels, each of which may include a plurality of different color components (or sub-pixels) (e.g., each pixel may include a red component, a green component, and a blue component).

In the context of video, each frame of video is displayed (e.g., displayed briefly) as an image on the display panel 110. In some embodiments, the display panel 110 may, for example, be included as part of any electronic device 108 with an integrated display, such as a television, a monitor, a cellular phone, a tablet computer, a wearable device, augmented reality (AR) headset, or a virtual reality (VR) headset.

Additionally, the transmitter 102 is in wireless data communication with the receiver 106 by way of wireless radios 112 and 114 incorporated into the transmitter 102 and receiver 106, respectively. Thus, the transmitter 102 and the receiver 106 are configured to transmit data back and forth between each other using any suitable wireless data spectrum and standard (e.g., the Institute of Electrical and Electronics Engineers (IEEE) 802.11 standard). For example, the transmitter 102 is configured to transmit the data signal, along with parameters or characteristics of the cross-layer image optimization scheme, to the receiver 106 by way of a direct (e.g., data) channel 130 (e.g., a wireless communication channel), and the receiver 106 is configured to transmit feedback data or a return signal (e.g., including channel or visual quality data) to the transmitter 102 by way of a return channel 132.

Among other elements, the transmitter 102 further includes an application (APP) layer 116 (including, for example, display protocol and video encoder modules), a media access control (MAC) layer 118, and a physical (PHY) layer 120. According to embodiments of the present invention, various aspects of the cross-layer image optimization are performed or executed in the APP layer 116, the MAC layer 118 and the physical layer 120. Similarly, the receiver 106 includes an APP layer 122, a MAC layer 124, and a PHY layer 126.

The wireless data transmission system 100 may further include a cross-layer image optimization (CLIO) module or engine 134 operating as part of, or in coordination with the transmitter 102, for controlling the system and method for cross-layer image optimization. The CLIO module 134 may include, for example, a processor, and a memory coupled to the processor, with the memory storing instructions that, when executed by the processor cause the processor to execute various operations of the cross-layer image optimization system and method described herein. For example, the CLIO module 134 may be in electronic communication with the APP layer 116, the MAC layer 118, and the PHY layer 120 to exchange data and commands back and forth for implementing the cross-layer image optimization system and method described herein.

Thus, as illustrated in FIG. 1, the wireless data transmission system 100 is configured to receive data at a transmitter 102 and transmit data to the receiver 106, after implementing various mechanisms for cross-layer image optimization in the APP layer 116, the MAC layer 118, and the PHY layer 126.

A video compression/decompression system, or codec, can be evaluated in essentially six different ways: compression, quality (distortion), complexity, latency, quality scalability, and error resilience.

In one embodiment, a layer-based compression architecture (such as, or similar to the JPEG2000 standard) may be utilized for data or video compression as part of the cross-layer image optimization system and method (e.g., executed by the CLIO module 134), in which a video or data stream is parsed or divided into multiple quality layers, resolution layers, spatial positions, or color components. A layer-based encoder according to embodiments of the present invention may employ the following steps: a color transform for the components, a wavelet transform on each color channel, quantization of wavelet coefficients, and finally arithmetic coding of rectangular areas of the wavelet coefficients known as code-blocks. Such an encoder provides flexibility for the structure of the encoded data, by allowing various sequences of these code-blocks based on color components, resolution levels, spatial block position, or layers. Individual code-blocks may be independently decodable, but the headers for these code-blocks may be dependent on previous headers and accordingly may be decoded in sequence.

A layer-based compression encoded data stream utilized according to embodiments of the present invention may begin with a frame header followed by sequence of packet headers and data bits. As noted, the data stream can be divided in multiple quality layers, resolution levels, spatial position, and color components. The example in FIG. 2 shows an example of a layer-based compression encoded data stream which was created in layers; for example the first layer could correspond to a compression level of 8:1; at the end of the second layer (having decoded all of the first layer packets) the compression is set at 4:1. Finally, decoding the third layer packets may be equivalent to sending stream at 2:1 compression. Embodiments of the present invention are not limited to the compression ratios or number of layers discussed above. Rather, embodiments of the present invention may utilize any suitable number of layers having any suitable compression ratio according to the design and function of the cross-layer image optimization system and method, such that the first or highest layer has the highest compression ratio, the next layer has data that, when added to the first layer, results in a compression ratio lower than that of the first layer, and so on, until the lowest or last layer has data that, when added to each of the preceding layers, results in a compression ratio that is relatively low, visually lossless, or near-visually lossless (e.g., 1:1, 1.5:1, 2:1) to viewers.

According to some embodiments, in the context of a VR display, when stereoscopic images are transmitted to the receiver, errors in data transmission may impact both the left and right image, even if the error is only on one side. Accordingly, in some embodiments of the present invention, the cross-layer image optimization system and method (e.g., the CLIO module 134 and/or the video encoder module of the APP layer 116) may perform compression on the left image plus the difference of the right image, and then ensure that the various left image plus the difference of the right image slices are encoded as a multiplexed stream. Such a procedure may reduce (e.g., by half) the number of instances where an error in data transmission impacts the visibility of the artifacts.

Embodiments of the present invention in cross layer algorithms for improving the quality of video streaming may further utilize one or more features of the PHY layer, for example, Dynamic Adaptive Modulation and Coding (AMC), in which the modulation and coding scheme (MCS) is changed based on an indicator of channel quality in the PHY layer. A lower MCS value provides a lower bit error rate but also achieves lower throughput. In one embodiment, with dynamic AMC, the MAC layer can inform the APP layer about the MCS to adjust compression ratio based on the MCS.

Losing different bits and packets have different impact on video quality and embodiments of the present invention operate to protect more important bits in video reception utilizing UEP approaches, including more protection for most significant bits (MSB) in uncompressed/compressed video, more protection for packet headers in JPEG 2000, or more protection for the I-frame in MPEG-4. Protection can be achieved by using more robust MCS, retransmission, or additional error correction code like Reed-Solomon.

FIG. 3 is a block diagram illustrating further details of an example architecture and some components of a cross-layer optimization system 100, which includes control schemes at the APP, MAC and PHY layers, according to some example embodiments of the present invention. The measurement and feedback block is used to estimate conditions like the bit error rate, video quality, and the available bandwidth of certain service class. Then, the models in the APP layer and the MAC layer can minimize the distortion of the video quality by optimal bit allocation, reducing the number of bits required for forward error correction, and determining the priorities of packets according to the impact of their loss.

In some embodiments, as illustrated in FIG. 3, in the APP layer, the system may enable/disable light compression based on the feedback and measurement from the receiver (e.g., based on data received on the return channel 132 from the receiver 106). The feedback can be based on the video quality, for example, and the measurement of the video quality can be based, for example, on the signal-to-noise ratio (SNR) or peak signal-to-noise ratio (PSNR) reported by the receiver.

The MAC layer in FIG. 3 may include many functions, modules, or procedures including, for example, pixel partitioning, retransmission and multiple CRC checks, packetization with features like MSB/LSB separation and different priority buffers. Based on feedback received from the PHY layer or parameters in the APP layer, the system (e.g., the CLIO engine 134) can change parameters of these functions in the MAC layer and decide how these functions, modules, or procedures should work. For example, if pixel partitioning is performed or not and if pixel partitioning is performed, how the partitions are divided into packets. Also, the system may be configured to decide or select whether or not retransmission is enabled.

According to some embodiments, the system (e.g., the CLIO engine 134) may utilize these features in UEP implementation. For example, some of the packets may have these features like retransmission or these features can have different parameters for different packets like different MCS or MSB/LSB separation.

The PHY layer (e.g., PHY layer 302, with a corresponding PHY layer 304 in the receiver) can incorporate multiple layers for implementation of UEP as well, as illustrated in FIG. 3. Different packets may be sent through different layers with different MCS values. Different layers can be associated with different buffers with different priorities as well. According to some example embodiments, the system (e.g., the CLIO engine 134) may associate different packets according to the video quality and measurement feedback to different layers and priority buffers.

The first step in cross layer image optimization for uncompressed or compressed transmission, according to some example embodiments of the present invention, is layering or partitioning. Embodiments of the present invention utilize a plurality of predefined layering and/or partitioning profiles, described in further detail below. As part of a data transmission session, one of the different layering and/or partitioning profiles is selected based on one or more predefined parameters including, for example, the type of display device, different criteria or indicators for video visual quality (including peak signal-to-noise ratio (PSNR)), channel quality, codec requirements or selection, MCS and data rate requirements, and the like. Each profile indicates or is defined by a different set of procedures in the transmitter and receiver including, for example, a different error correction technique, compression, or packetization.

Additionally, embodiments of the present invention may utilize an unequal error protection (UEP) method as part of the cross-layer image optimization for ordered bit streams of different layers. Ordering of bit streams or packets may be performed on layered-based compressed video or uncompressed video. Different MCS values are utilized for different layers according to channel quality.

According to some example embodiments of the present invention, dynamic tagging for packets (e.g., in IEEE 802.11ad) may be utilized as part of the cross-layer image optimization system and method of the present invention. Importance levels and corresponding information may be transmitted or signaled to the receiver, as importance level aware procedures are implemented in MAC packetizer for the transmitter and depacketizer at the receiver.

As described above, embodiments of the present invention, the system may utilize dynamic layering and partitioning profiles as part of the cross-layer image optimization system and method of the present invention. The transmitter and receiver (e.g., the transmitter 102 and the receiver 108) may both utilize or agree on a plurality of predefined layering/partitioning profiles. These profiles can be selected based on different criteria for video visual quality (including PSNR), channel quality, codec requirements or selection, MCS, data rate requirements, etc. The receiver then selects the corresponding algorithm(s) to be run to reverse the layering method and/or further correct any transmission errors using an error concealment algorithm corresponding to the selected profile.

In one embodiment, the system utilizes 7 profiles for use with various channel conditions, although the number of profiles is not limited thereto, and any suitable number of profiles may be utilized according to the design and function of the wireless data transmission system.

For example, a profile “00” may be defined for when the channel is operating in ideal or near ideal conditions, while a profile “06” may be defined for when the channel is operating in very poor conditions. The profiles between “00” and “06” are then defined for various intermediary conditions.

For example, one profile (e.g., profile “00” or the ideal/near-ideal condition profile) can be defined for uncompressed video transmission for when the channel quality is high. For such a profile, the pixel partitioning technique may assume that pixels beside each other have a high probability of containing very similar content. If any pixel from a group of 4 is missed, it might be recalculated from other 3 captured pixels. Profile “00” can be selected by dividing an image to 4 types of pixels, as illustrated in FIG. 4. Three colors of pixels in one type are packed in 1 packet. All the four type packets are transmitted to the receiver. The receiver, knowing the Profile “00” is being transmitted, can improve the image quality. For example, if pixel data of any of the pixels (or any color in the pixel) is missing, the receiver runs an averaging method to replace the missing pixel or color by averaging a group of 4 or 8 surrounding pixels (number of averaging pixel can be dynamic). Image compression methods also rely on the idea that pixels beside each will have correlated values. This method may be simpler to implement and more robust to bit errors compared to an entropy-coded compression algorithm.

A second profile (e.g., profile “01”) can be selected by dividing an image to 4 types of pixels, similar to the first profile (Profile “00”). However, three types of pixels are chosen for transmission. The system calculates if the resulted distortion by dropping one type of pixel is lower than a threshold value. If this profile is signaled to the receiver, the receiver will estimate the missing pixel data values from average of three (or more) other pixels within each of the four pixel types. The thresholds can be selected based on different criteria including, for example, visual quality (e.g., PSNR). The choice of pixel type which was not transmitted and threshold can also be signaled.

A third profile (e.g., Profile “02”) may operate on (e.g., be selected due to) a lower bandwidth than the first two profiles described above (e.g., Profiles “00” and “01”). For example, the third profile may not transmit the least significant bit (LSB) of pixels in one or all of the packets. Then, in the receiver, an averaging algorithm may compensate for those bits. Another threshold level for distortion can be considered to select the third profile (e.g., Profile “02”) instead of the first or second profiles described above (e.g., Profile “01” or “00”) for uncompressed video.

Other profiles can be considered for compressed video when the quality of channel is lower and PHY layer signals a lower value for MCS. For example, multiple quality-layering may be used in order to define new profiles for wireless video transmission. In a layered-based compression, multiple layers can be generated, as described above. According to embodiments of the present invention, the highest layer may include the data with the highest compression ratio from among the plurality of layers, and the lowest layer may include data which, if added to the higher layers, would form an image with a relatively low (e.g., 1:1 or 1:1.5, or any suitable or visually lossless compression ratio) compression ratio. For example, in a three layer compression scheme (e.g., as illustrated in FIG. 2), Layer 1 may include the compressed image data with a compression ratio of 4:1. Layer 2 may include the data which if added to Layer 1 would form the compressed image with a compression ratio of 2:1. Layer 3 may include the bit stream that if added to layer 1 and 2, the resulting image has the compression ratio of 1:1 (or 1.5:1 or any other visually lossless compression ratio).

The transmitter selects which layers to send according to channel quality, visual quality, codec requirements, etc. We can define a fourth profile (e.g., Profile “03”) as sending Layers 1, 2, and 3 (or all of the layers), a fifth profile (e.g., Profile “04”) as sending Layers 1 and 2 (or a sub-set of the layers), and a sixth profile (e.g., Profile “05”) as sending only Layer 1 or the layer with the highest compression ratio. For a seventh profile (e.g., profile “07”) the transmitter may send a portion of one of the layers, for example, all of Layers 1 and 2 and only a portion of Layer 3. The receiver, by knowing the seventh profile (e.g., Profile “06”) is transmitted, will look for missing data information or run additional correcting algorithms. The transmitter can indicate the length of original packet and also transmitted packet length in the packet header. The receiver therefore knows that part of the layer is not received and can infer the correct size of received packet. Also, the receiver warns the decoder that part of a packet is not received and it may request that extra information be resent or retransmitted by the transmitter.

Additional profiles may be established according to the type of data being transmitted, the nature of the display on which images will be displayed, or the importance of particular portions of an image relative to other portions of the same image. For example, according to some embodiments, certain portions or regions of the image may be more important than other portions of the image in the sense that errors in data transmission for bits corresponding to one portion of the image may be more perceptible to the viewer than errors in data transmission for bits corresponding to another portion of the image.

According to some embodiments, the cross-layer image optimization system and method may be deployed in the context of a VR display system, for example, in which the display (e.g., the display 110) is a VR display. In such situations, a vast majority (e.g., 90 percent) of the viewer's perception of the image is focused on and around the center of the image (e.g., the center 15 degrees of view), because users tend to move their head to focus on different portions of an image. Thus, as illustrated in FIG. 5, the cross-layer image optimization system and method (e.g., the CLIO module 134) may prioritize the data corresponding to a first or central region of an image (e.g., the region labeled in FIG. 5 with the label “A,” for example, 15 degrees of view) above a second region of the image (e.g., the region labeled in FIG. 5 with the label “B,” for example, between the first region and a second field of view outside the first region, or between 15 and 20 degrees of view). Further, the first and second regions of the image may both be prioritized above a third region of the image (e.g., the region labeled “C” in FIG. 5, for example, outside the first and second regions or outside 20 degrees of view).

Another method of identifying regions of an image having higher importance or priority is described in U.S. patent application Ser. No. 15/288,977, which is incorporated herein by reference in its entirety. For example, according to some embodiments, data corresponding to regions of an image having higher importance may be designated with a higher level of importance or higher degree of error protection compared to data corresponding to regions of an image having lower importance. The regions of an image that have higher importance may vary according to the type of display device corresponding to the receiver, for example, as discussed herein with respect to FIG. 5.

Because the different regions of the image may be prioritized differently, the cross-layer image optimization system and method (e.g., the CLIO module 134) may select a profile (e.g., a layering/partitioning profile, as discussed above) or a UEP scheme (described in more detail below), such that the data in the first region has the lowest level of errors compared to data in the other regions of the image, the second region of the image has the second lowest level of errors, and so on. Furthermore, according to some embodiments, the cross-layer image optimization system and method (e.g., the CLIO module 134) may partition the data such that errors from the outer region or regions do not propagate to the highest priority (e.g., the center) regions of the image.

According to some example embodiments, the cross-layer image optimization system may utilize, for example, the various profiles discussed above (for example, the first through seventh profiles) for prioritizing different portions of the image for transmission, such that a lower number profile (e.g., a lower error-prone profile) is selected for the higher priority portions of the image, and a higher number profile (e.g., a higher error-prone profile) is selected for the lower priority portions of the image. According to some embodiments, a separate profile may be predefined specifically according to the type of display device (e.g., television, VR display, AR display, wireless medical display, and the like), such that data is transmitted with different procedures in transmission (e.g., compression, encoding, packetization, bit dropping, or pruning) or reception (e.g., decompression, decoding, error correction, de-packetization, retransmission) according to the priority level of the portion of the image data being exchanged.

In one embodiment, the selection criteria for layering or partitioning profiles can be based on video visual quality (e.g. PSNR) and/or channel quality (e.g. SNR). Layering identifies if uncompressed video, uncompressed video with some packets being dropped, or compressed video with different compression ratios should be sent. Different layers may be treated differently in terms of queue priority, delay tolerance, error protection, and/or reliability. Correspondingly, the transmitter and receiver, by selecting a profile or receiving a profile number, may enable different procedures prior to or as part of data transmission (e.g., compression, encoding, packetization, bit dropping or pruning) or reception (e.g., decompression, decoding, error correction, de-packetization).

According to some embodiments, the choice of the profile can be transmitted to the receiver by a bit selection in a MAC or PHY header packet. Based on the bit selection, the receiver may identify the selected method for layering. In addition to the profile number, any other information required for the selected profile might be transmitted to the receiver including, for example, the number of layers in compression, and/or number of packets/bytes in each layer. The extra information can be sent by bit patterns in the packet header or through a secure channel or can be pre-defined.

Thus, one or more example embodiments of the present invention include a system and method for selecting a set of predefined layering and/or partitioning profiles for transmitting data (e.g., uncompressed video data) from a transmitter to a receiver over a wireless data communication channel. Profiles may be selected according to various conditions or parameters including, for example, channel quality, video quality, codec requirements or selection, MCS and data rate requirements, the nature or characteristics of the data being transmitted, the nature or characteristics of a display device at the receiver end (e.g., coupled to the receiver), and the like. The selection of the profile may be transmitted to the receiver from the transmitter by a bit sequence in the MAC layer and/or PHY layer header packet, for example. Depending on the selected profile, additional information may also be transmitted (e.g., in the MAC layer and/or PHY layer header packet) from the transmitter to the receiver indicating one or more parameters for decompression, decoding, error correction, and the like. Based on information transmitted from the transmitter to the receiver (e.g., the bit sequence) the receiver may be enabled to identify the method and/or protocol utilized at the transmitter for data layering and/or partitioning and/or compression, and thereby select a corresponding algorithm or procedure to execute to reverse the layering and/or partitioning and/or compression, and also to correct any errors during transmission with error concealment algorithms or any other procedures corresponding to the selected profile.

Embodiments of the present invention may further utilize priority-based unequal error protection (UEP) to protect (e.g., facilitate proper transmission of) bits that are more important, for example, for the purposes of video decoding. For example, in layer-based compression, bits associated with or corresponding to a higher compression rate (e.g., corresponding to the base layer, or Layer 1) are more important in video decoding and therefore require more protection. In addition, bit errors in the packet headers or frame headers render the video decoder unable to decode subsequent data bits. In one embodiment of the cross-layer image optimization system method, packet headers are moved to the beginning of each frame, as illustrated in FIG. 6. Additionally, packet headers may be identified by unique begin and end values, as illustrated in FIG. 7. When headers are moved to the beginning of the frame, the identifiers are also moved to separate the headers from each other. The end identifier may also be removed, according to some example embodiments. The last end identifier can be kept to distinguish between end of header information and data information in the next layer.

According to some example embodiments, the cross-layer image optimization system and method (e.g., the CLIO module 134) may utilize different protection techniques against loss or error in the wireless medium for those headers and the base layers. For example, according to some embodiments, different MCS values may be utilized for different layers or different forward error correction (FEC) algorithms may be utilized with different coding rates. Additionally, the unequal error protection operations may be executed at the MAC layer, thereby enabling embodiments of the present invention to improve or optimize the reorganization engine and apply it to different codecs as well. For example, while the APP layer delivers the whole data to the MAC layer, the MAC layer has more flexibility to perform various cross-layer image optimization operations described herein. Additionally, by executing the UEP in the MAC layer, the system is relatively more dynamic, because different functions can be modified for example frame by frame or even within one frame with different parameters according to the particular situation, as described herein. Further, embodiments of the present invention may therefore be enabled to perform only partial reorganization based on the status of the wireless channel.

Compression techniques utilized according to embodiments of the present invention may provide additional partitioning techniques aside from layers of different compression ratios by providing different data components as illustrated in FIG. 8. For example, various similar pixel bits (e.g., pixel bits with the same or similar MCS values) may be reorganized in a packet to be grouped together. Any suitable compression technique which can also partition its output into multiple layers with different priority can be used. The same approach in moving headers and data can be used. Different MCS values or FEC with different coding rates can be used for header or partitions of data.

In one embodiment, the header includes the information on the length of the data packet coming after that header in a frame. In some instances, the cross-layer image optimization system and method may transmit a portion of the data bits in each layer or partition according to channel condition, MCS conditions, bandwidth conditions, etc. Therefore, the length of data stream may also be transmitted may be appended to the header information and transmitted to the receiver. For example, a fixed or predetermined number of bytes (N bytes) may be reserved to identify this length. According to some example embodiments, the length of the data stream can be at the end of each header for easy identification.

Thus, a system and method according to some example embodiments of the present invention may be configured to repartition or reorganize bits in a layer or level based compression system according to priority, delay tolerance, and/or protection or reliability levels for transmission over the wireless data communication channel. A frame of data includes a frame header and packet header bits, which require a higher level of protection compared to the data bits. Data bits in the frame may also be partitioned into different priority, protection, and/or reliability levels. Headers may be identified according to a predefined or known bit string, and data bits may be sorted according to an order of importance. According to some embodiments, higher priority or less delay tolerant bits may be moved or reorganized to the beginning of a frame of data. For example, a frame of data may begin with the frame header, followed by packet headers, followed by data bits (e.g., in order of priority or importance). Packet headers may be separated or identified by predefined or predetermined bit strings. Additionally, according to some embodiments, the length of the pruned and transmitted data bit streams may be indicated by inserting an indicator of the length corresponding to each packet header into, before, or after the packet header. A decoder at the receiver reconstructs the frame, for example, by moving packet headers and other data bits to their original locations (prior to reorganization), and removing any additionally inserted data, such as the data length bits, but uses the additional data to reconstruct the frame.

Accordingly, embodiments of the present invention may provide implementation of unequal error protection for any layer and/or level based compression technique for cross layer image optimization. Headers, layers, and/or data partitions may be reorganized according to importance or priority level, and such reorganization may be executed in the MAC layer of the transmitter. According to the cross-layer image optimization scheme, some portion of the data from each packet may be removed or dropped, and information about this data may be incorporated into the header information. Additionally, embodiments of the present invention may utilize unequal error protection, for example, by utilizing different MCS values for forward error correction to protect information with different levels of importance or differently. As part of the unequal error protection according to some example embodiments of the present invention, because all headers may be reorganized to be grouped together (e.g., at one location) all of the headers may undergo one unequal error protection algorithm, rather than, for example, utilizing multiple small forward error corrections for each of the headers in a frame individually.

According to some example embodiments of the present invention, because different packets may be protected differently using UEP and layer/partition-based compression, losing different packets affect the visual quality differently. If certain packets in the base layer or headers are lost, for example, the system may not be able to reconstruct the video at the receiver side. On the other hand, some packet loss may result in PSNR degradation. Additionally, as discussed above, depending on the type of display device being utilized in the system, different portions of image data may have a higher priority in terms of minimizing errors than other portions of the image data. Therefore, embodiments of the present invention may further utilize dynamic UEP and importance aware tagging, as described in more detail below.

As discussed above, the cross-layer image optimization system and method according to embodiments of the present invention operate to partition the packets into different levels of importance based on priority, delay tolerance, protection, or reliability. Each level of importance can be treated differently in transmission and/or reception.

In one embodiment, each frame is divided into multiple video packets with different levels of importance. The system then tags each packet with the corresponding importance level and corresponding bits are packed in Aggregated MAC Protocol Data Unit (A-MPDU) subframes and Physical Layer Convergence Procedure (PLCP) Protocol Data Unit (PPDU) frames. In one example, PPDUs can be tagged with the importance level and dynamically packed with packets and A-MPDU subframes of the same importance level. If retransmission is enabled, the A-MPDU subframes that need to be retransmitted are required to be queued and placed in the proper PPDU with proper importance level.

According to another embodiment, each A-MPDU subframe may be tagged according to importance level. In this case all PPDUs are considered equally in terms of importance level and they are packed with A-MPDUs with different importance levels. In delay sensitive scenarios which require retransmission, it may be advantageous to tag A-MPDU subframes rather than PPDU packets. Although tagging A-MPDU subframes rather than PPDU packets may utilize more overhead for tag information, such an approach may be easier for managing packets of multiple importance level.

According to various embodiments, a bit-pattern can be added to the header of A-MPDU or PPDU in order to tag the packets. The bit pattern can be M bits, with 0 . . . 0 representing the highest importance and 1 . . . 1 representing the lowest importance. According to some embodiments, the value M may be pre-defined or the M value may be signaled as part of the header information. According to some embodiments, the transmitter and receiver may define 2{circumflex over ( )}M importance levels and different procedures for each level.

For a guaranteed quality of service for wireless video transmission over IEEE802.11ad or IEEE 802.11ay, the cross-layer image optimization system and method according to some example embodiments of the present invention may implement UEP through dynamic Importance Level Aware AMC for each tagged importance level. Different importance levels can be modulated with different MCS values or they can be encoded with different forward error correction (FEC) values or with the same FEC values but with different coding rates.

In related art systems, the PHY may recommend the MCS index appropriate for the current channel situation. According to some embodiments of the present invention, however, the cross-layer image optimization system and method may adapt the recommended MCS for a majority of the bit stream. For example, the system may decrement the MCS index for more important layers or packets, and increment the MCS index for less important layers or packets. FIG. 9 illustrates an example for uncompressed video transmission in which the system selects different MCS values for MSB/LSB parts of bits representing RGB colors in pixels. The four MSB bits are sent with MCS−1, the next 2 bits are sent with MCS, and the last 2 LSB bits are sent with MCS+1. It also includes regrouping of the bits into packets/A-MPDU subframes such that bits with the same MCS index are grouped into the same packets/A-MPDU subframes.

For example, for compressed video transmission, after layered-based compression is performed and the bits are reorganized according to the importance level of transmission, as discussed above with respect to FIG. 6 and FIG. 8, the headers and base Layer 1 are transmitted with MCS−1, Layer 2 is sent with MCS, and finally Layer 3 can be sent with MCS or MCS+1. The headers and layer 1 are therefore protected more and are transmitted almost error free. Because these information bits are sent with MCS−1, it is probable that the required bandwidth exceeds the supported bandwidth of the channel with MCS. To compensate, portions of Layer 3 can be dropped and/or Layer 3 bits can be modulated with MCS+1

In IEEE 802.11ad, the MCS index is only signaled for each PPDU packet of 262,143 bytes. Therefore, if PPDUs are tagged with importance levels, embodiments of the present invention may utilize the IEEE 802.11ad procedure for using the recommended MCS or modified MCS index for each packet. According to some embodiments, the signaling in IEEE 802.11ad may be modified such that MCS is signaled for each A-MPDU subframe. For example, the current reserved bits or unused information in the headers of each packet may be utilized. According to IEEE 802.11ad specification, the header includes the fields in FIG. 10. As an example, in peer to peer connections, embodiments of the present invention use “Address 4” for signaling MCS. Embodiments of the present invention may additionally add new bytes to the header to signal the MCS for each A-MPDU.

Thus, a cross-layer image optimization system and method according to some example embodiments of the present invention may operate to partition data (e.g., pixel data, packets, etc.) of a video frame into different categories of importance based on, for example, priority, delay tolerance, protection and/or reliability. Each video frame may be divided into multiple levels of importance and corresponding bits may be packed into A-MPDU subframes. Different packets (e.g., A-MPDU subframes, PPDU subframes, etc.) may be tagged according to importance level, and according to some embodiments, the different packets may be transmitted to the receiver according to their order of importance. Different packets (e.g., A-MPDU subframes) may be grouped (e.g., into PPDU packets) according to their importance level. A value or tag indicating the importance level may be transmitted from transmitter to the receiver and may be added to the header of the packets. At the receiver end, the receiver may be enabled to determine the tag level and thereby further enable different error recover and/or concealment procedures according to the tagging. Additionally, data having different levels of importance may be protected differently by selecting different modulation and coding scheme (MCS) values for each packet. The corresponding MCS values may be inserted into the header for the packet in addition to the tag.

Accordingly, embodiments of the present invention may enable dynamic partitioning and/or tagging for packets (e.g., in IEEE Multi-Gigabit 802.11) and importance aware procedures in the transmitter and receiver for wireless data transmission, including AMC for wireless cross-layer image optimization. Embodiments of the present invention may enable tagging of each small packet within the A-MPDU (data) packets, with multiple content driven tags. The tags may be transmitted and signaled to the receiver. Different procedures or parameters may be associated with the tags for incorporating various aspects of the cross-layer image optimization mechanisms discussed herein. Additionally, embodiments of the present invention may utilize unequal error protection based tags, such as AMC (MCS adaptation for tags).

According to various embodiments of the present invention, the system may continuously monitor the various parameters and factors for cross-layer image optimization, and adjust accordingly. For example, the system may monitor the return signal from the receiver and as circumstances change, adjust the cross-layer image optimization accordingly, for example, by selecting different profiles, compression or error correction techniques, and the like, as discussed above, for subsequent data transmission.

FIG. 11 is an example flow diagram illustrating various operations in a method for cross-layer image optimization, according to some example embodiments of the present invention. The number and order of the operations illustrated in FIG. 11, however, is not limited to the flow diagram illustrated. For example, according to some embodiments, the order of the operations may be modified (unless otherwise indicated) or the process may include additional operations or fewer operations all without departing from the spirit and scope of the present invention. For example, the various other features and operations described in the present disclosure and the corresponding figures may be incorporated into the process, or certain operations may be omitted according to some example embodiments of the present invention.

The process starts and, at 1200, the system (e.g., the wireless data transmission system 100 and/or the transmitter 102) receives data (e.g., a video data signal including, for example, uncompressed video data) from a data source. At 1202, return data is received from a receiver (e.g., receiver 106), which includes various information about the data transmission to the receiver including, for example, channel quality, visual quality, and the type of display device connected to the receiver. Thus, at 1204, the system may identify the type of display device. At 1206, a layering/partitioning profile is selected based on one or more predefined parameters including, for example, the type of display device, different criteria or indicators for video visual quality (including peak signal-to-noise ratio (PSNR)), channel quality, codec requirements or selection, MCS and data rate requirements, and the like.

At 1208, layer or level-based compression may be performed on the data, for example, according to the selected layering/partitioning profile. Then, at 1210, the layers, partitions, packets, or bits of data are reorganized into groups or packets according to their importance level, as discussed above.

At 1212, the data may be tagged to indicate the importance level of the data and/or the packets of data. Then, based on the importance level of different types of data, unequal error protection may be performed for transmitting the data to the receiver. At 1216, the data is transmitted to the receiver, for example, for display on a display panel.

As discussed above, according to some embodiments of the present invention, the cross-layer image optimization system may utilize various pre-determined data transmission profiles or parameters (e.g., profiles “00” through “07”), compression techniques, and/or error correction techniques for data transmission, for example, based on the channel quality between the transmitter and the receiver. To that end, embodiments of the present invention may utilize a dynamic layering compression architecture for data compression and decompression as part of the cross-layer image optimization system.

Related art layer based compression architectures may be iterative in nature, and may be complex and difficult to implement in real time hardware, especially in the context of a cross-layer design with multiple quality layers. Accordingly, some example embodiments of the present invention may provide a system and method for real time implementation of layer-based compression. Encoding and decoding the data using one or more layers may be relatively low latency and relatively easily implemented in the cross-layer image optimization system (e.g., operating as part of the wireless data transmission system 100 illustrated in FIG. 1). Additionally, the dynamic layering compression system may utilize block compression parameters that are configurable in real time (e.g., on a frame-by-frame basis) according to the cross-layer image optimization and/or compression profile, as will be discussed in more detail below.

FIGS. 12A and 12B illustrate a transmitter and a receiver architecture, respectively, for a dynamic layering compression system and method, according to some example embodiments of the present invention. Referring to FIG. 12A, the transmitter 102 is configured to receive data (e.g., uncompressed video data) from the data source 104 (e.g., an external data source such as a video card computer system), and compress the data according to one or more parameters of the wireless data transmission system 100. For example, as discussed above, depending on the parameters of a predetermined data transmission profile (e.g., the profiles “00” through “07”), and/or the channel or video quality as indicated by data received by the return channel 132, the system may dynamically modify how the data is compressed and decompressed for transmission.

According to some embodiments, the CLIO module 134 and/or the encoder of the APP layer 116 at the transmitter 102 may adjust the compression ratio of the compressed data and the number of compression layers (e.g., as described above with respect to FIG. 2) according to the parameters of the data transmission profile.

As illustrated in FIG. 12A, depending on the selected data transmission profile, the system may utilize M compression or encoder blocks or layers 1220-1 through 1220-M, where M is an integer greater than or equal to 1 (e.g., according to some example embodiments, a selected data transmission profile may utilize a single compression block 1220-1). Each encoder block 1220-1 through 1220-M includes a transform or wavelet module 1222-1 through 1222-M, a quantizer module 1224-1 through 1224-M, and a variable length coder (VLC) module 1226-1 through 1226-M, respectively. At the transform modules 1222-1 through 1222-M, a transform operation, using any suitable transform algorithm known in the art, is performed on the input data on a block of data of size W×H bits, the output of which is transmitted to the quantizer modules 1224-1 through 1224-M. The quantizer modules 1224-1 through 1224-M perform a quantizer operation on the transformed data, the output of which is provided to the VLC modules 1226-1 through 1226-M, where a VLC operation is performed. From the VLC modules 1226-1 through 1226-M, forward error correction may be applied according to the parameters of the selected data transmission profile at corresponding forward error correction modules 1227-1 through 1227-M, and corresponding compressed data layers 1228-1 through 1228-M are respectively transmitted to a compressed stream multiplexer 1230, for transmission to the receiver.

Returning to the quantizer modules 1224-1 through 1224-M, the output is also transmitted to dequantizater modules 1232-2 through 1232-(M), at which point a dequantization operation is performed. The output of the dequantizer modules 1232-2 through 1232-(M) is then transmitted to inverse wavelet modules 1234-2 through 1234-(M).

The difference between the input data of each of the encoder blocks 1220-1 through 1220-(M-1) and the output of the inverse wavelet modules 1234-2 through 1234-(M) is calculated (e.g., at difference modules or operations 1240-2 through 1240-(M)), and provided as input data to the next or subsequent encoder block. Thus, at each operation 1240-2 through 1240-(M), the system identifies the data that is missing after the quantizer operation compared to the original input of the preceding encoder block, and provides that missing difference data as the input for the subsequent encoder block.

As illustrated in FIG. 12A, each encoder block 1220-1 through 1220-M has a corresponding compression ratio (e.g., N:1, P:1, Q:1), and the total compression ratio for the compressed block of W×H data is the sum of the compression ratios. For example, for a data transmission profile having 4 encoder blocks, where the first encoder block compresses the data by ⅛, the second by ⅛, the third by ¼, and the fourth by ¼, the total compression would be ¾ (⅛+⅛+¼+¼), or a compression ratio of 1.333:1 (uncompressed data to compressed data).

According to some example embodiments of the present invention, each of the encoder blocks 1220-1 through 1220-M, can be independently set up as part of the hardware of the encoder to encode the data to match the bitrates that the MAC layer needs to send the data properly to the receiver. Thus, as long as the system identifies what functional encoder blocks are being utilized in the bitstream, the system can switch the parameters of the encoders in real time (e.g., on a frame-by-frame basis). For example, depending on compression ratio requests from the MAC layer, additional encoder layers may be added or subtracted, the particular transform, quantization table, and variable length encoder may be changed, and/or the compression ratio parameters of each encoder block may be modified according to the compression ratio requests from the MAC layer, the type of data being transmitted, and/or the selected data transmission profile.

As illustrated in FIG. 12B, the receiver 108 and/or the decoder of the APP layer 122 of the receiver 108 receives the layered encoded data stream from the transmitter 102 (e.g., across the data channel 130 at a compressed stream multiplexer 1244), and begins decoding the layered encoded data. Initially, forward error correction may be performed on each layer (e.g., at corresponding forward error correction modules 1246-1 through 1246-M), depending on whether forward error correction was performed at the transmitter. Then, for each of the encoder modules 1220-1 through 1220-M, a corresponding decoder module 1250-1 through 1250-M performs decoding operations on each compressed layer of data. For each decoder module 1250-1 through 1250-M, the corresponding layer of compressed data is first transmitted to a VLC module 1252-1 through 1252-M, respectively, where a VLC operation is performed, and the output of which is transmitted to dequantizer modules 1254-1 through 1254-M, respectively, where a dequantization operation is performed. The output of the dequantization modules 1254-1 through 1254-M is then transmitted to inverse transform or wavelet modules 1256-1 through 1256-M, where an inverse transform operation is performed. Finally, the output of each of the decoder blocks 1250-1 through 1250-M is combined into a data stream (e.g., at combination modules or operations 1260 and 1262) for display on a display panel 110.

According to some example embodiments, at the receiver side, the layered encoded compressed data stream received by the receiver may include information and parameters regarding the encoding scheme utilized at the transmitter side. For example, the layered encoded compressed data stream may include the number of encoder block layers, and the parameters (e.g., compression ratio, transform algorithm, etc.) utilized for generating the layered encoded compressed data. According to some embodiments, such information and parameters regarding the encoding scheme may be conveyed in a header file of the data stream, and/or in information regarding the selected data transmission profile. In the case that the information is conveyed by transmitting the selected data transmission profile, the parameters of the encoding scheme may be pre-stored in memory at the receiver side.

FIG. 13 illustrates a simplified example of how blocks of data of size W×H bits can be processed (e.g., encoded and decoded) in parallel. For example, as shown in FIG. 13, in an example embodiment in which the system utilizes 3 layers of encoder and decoder modules, after a block of data is processed by one encoder/decoder layer, the subsequent encoder/decoder layer processes the corresponding block while the previous encoder/decoder layer can process another block of data. Thus, multiple blocks of data can be processed in parallel by the different encoder/decoder layers, thereby resulting in very low overall latency of the layered compression system.

FIG. 14 illustrates various example configurations for different data transmission profiles according to some example embodiments of the present invention. The abscissa or x-axis direction represents the frame time, and the ordinate or y-axis direction represents the data rate (e.g., bits per pixel), such that the total area of each rectangle indicates the relative total number of bits transmitted per layer. For example, for the first configuration illustrated, Config 1, the third compressed layer has half the total number of bits as the first and second compressed layers. The first configuration may be utilized, for example, in circumstances where there is a very high reliability wireless channel, for transmitting relatively high quality video data. For the second example configuration, Config 2, the total number of bits of data of the first layer plus forward error correction of layer 1 is equal to the number of bits of data of the second layer and the third layer. The second configuration may be utilized, for example, in circumstances in which there is a high reliability wireless channel, but occasional bad channel statistics, and for transmitting relatively high quality video data. In the third configuration, Config 3, the second layer has twice the number of bits of data as the first layer, with an equal amount of forward error correction data for the first and second layers, and no other layers of data. The third configuration may be utilized, for example, in circumstances in which there is a low reliability channel for transmitting medium quality video.

Thus, some example embodiments of the present invention may provide an efficient layered data compression system, including an encoder at a transmitter and a decoder at a receiver, that is compatible with the cross-layer image optimization system described above. For example, encoding of the layers of compressed data can be achieved with relatively low latency, and is also relatively easily implemented in hardware. Furthermore, block compression parameters may be configured in real-time (e.g., on a frame-by-frame basis) to accommodate cross-layer image compression goals.

A wireless data transmission system and/or any other relevant devices or components according to embodiments of the present invention described herein may be implemented utilizing any suitable hardware, firmware (e.g. an application-specific integrated circuit), software, or a suitable combination of software, firmware, and hardware. For example, the various components of the wireless data transmission system may be formed on one integrated circuit (IC) chip or on separate IC chips. Further, the various components of the display device may be implemented on a flexible printed circuit film, a tape carrier package (TCP), a printed circuit board (PCB), or formed on a same substrate as the display device. Further, the various components of the wireless data transmission system may be a process or thread, running on one or more processors, in one or more computing devices, executing computer program instructions and interacting with other system components for performing the various functionalities described herein. The computer program instructions are stored in a memory which may be implemented in a computing device using a standard memory device, such as, for example, a random access memory (RAM). The computer program instructions may also be stored in other non-transitory computer readable media such as, for example, a CD-ROM, flash drive, or the like. Also, a person of skill in the art should recognize that the functionality of various computing devices may be combined or integrated into a single computing device, or the functionality of a particular computing device may be distributed across one or more other computing devices without departing from the scope of the exemplary embodiments of the present invention.

Although this invention has been described in certain specific embodiments, those skilled in the art will have no difficulty devising variations to the described embodiment, which in no way depart from the scope and spirit of the present invention. Furthermore, to those skilled in the various arts, the invention itself herein will suggest solutions to other tasks and adaptations for other applications. It is the Applicant's intention to cover by claims all such uses of the invention and those changes and modifications which could be made to the embodiments of the invention herein chosen for the purpose of disclosure without departing from the spirit and scope of the invention. Thus, the present embodiments of the invention should be considered in all respects as illustrative and not restrictive, the scope of the invention to be indicated by the appended claims and their equivalents rather than the foregoing description. 

What is claimed is:
 1. A method for transmitting video for a display panel between a transmitter in electronic communication with a receiver over a wireless communication channel, the method comprising: receiving, by the transmitter, a data signal from a data source; receiving, by the transmitter, a return signal from the receiver; selecting, by the transmitter, a profile based on the return signal; encoding, by the transmitter, the data signal utilizing a plurality of encoder parameters associated with the profile to generate a plurality of different encoded data layers based on the data signal; and transmitting, by the transmitter: an indication of the profile; and the encoded data layers to the receiver for decoding and displaying on the display panel.
 2. The method of claim 1, further comprising dynamically modifying, by the transmitter and based on at least one of channel quality, video quality, codec requirements, compression ratio requirements, or data rate requirements, one or more of the encoder parameters for subsequent encoding and transmission of the data signal.
 3. The method of claim 2, wherein modifying the one or more of the encoder parameters comprises adjusting a number of the encoder parameters or adjusting a compression ratio of the encoder parameters.
 4. The method of claim 1, wherein encoding, by the transmitter, the data signal utilizing a plurality of encoder parameters includes encoding the data signal at a first encoder block to generate a first layer of the encoded data layers, and encoding a difference between an input of the first encoder block and an output of a quantizer of the first encoder block at a second encoder block to generate a second layer of the encoded data layers.
 5. The method of claim 2, wherein modifying the one or more of the encoder parameters comprises adjusting at least one of a transform operation, adjusting a quantization table, or adjusting a variable length encoder algorithm utilized in the encoder parameters.
 6. The method of claim 1, wherein the return signal comprises an indicator of a quality of the wireless communication channel as measured by the receiver.
 7. The method of claim 1, wherein the return signal comprises an indicator of visual quality as measured by the receiver.
 8. The method of claim 1, wherein transmitting the encoded data layers includes transmitting a first encoded layer of the encoded data layers with a first modulation and encoding scheme and transmitting a second encoded layer of the encoded data layers with a second modulation and encoding scheme different from the first modulation and encoding scheme.
 9. The method of claim 1, wherein the profile indicates how many layers the plurality of different encoded data layers includes.
 10. The method of claim 1, further comprising applying a first forward error correction technique to a first layer of the plurality of different encoded data layers and applying a second forward error correction technique to a second layer of the different encoded data layers.
 11. A transmitter for transmitting data for a display panel to a receiver over a wireless communication channel, the transmitter being configured to: receive a data signal from a data source; receive a return signal from a receiver; select a profile based on the return signal; encode the data signal utilizing a plurality of encoder parameters associated with the profile to generate a plurality of different encoded data layers based on the data signal; and transmit one of the encoded data layers to the receiver for decoding and display on the display panel.
 12. The transmitter of claim 11, wherein the transmitter is further configured to dynamically modify, based on at least one of channel quality, video quality, codec requirements, compression ratio requirements, or data rate requirements, one or more of the encoder parameters for subsequent encoding and transmission of the data signal.
 13. The transmitter of claim 12, wherein modifying the one or more of the encoder parameters comprises adjusting a number of the encoder parameters or adjusting a compression ratio of the encoder parameters.
 14. The transmitter of claim 12, wherein modifying the one or more of the encoder parameters comprises adjusting at least one of a transform operation, adjusting a quantization table, or adjusting a variable length encoder algorithm utilized in the encoder parameters.
 15. The transmitter of claim 12, wherein modifying the one or more of the encoder parameters comprises adjusting at least one of a transform operation, adjusting a quantization table, or adjusting a variable length encoder algorithm utilized in the encoder parameters.
 16. The transmitter of claim 11, further comprising a first encoder block configured to generate a first layer of the plurality of different encoded data layers, and a second encoder block configured to generate a second layer of the plurality of different encoded data layers by encoding a difference between an input of the first encoder block and an output of a quantizer of the first encoder block.
 17. The transmitter of claim 11, wherein the return signal comprises an indicator of a quality of the wireless communication channel as measured by the receiver.
 18. The transmitter of claim 11, wherein the return signal comprises an indicator of visual quality as measured by the receiver.
 19. A receiver for receiving data for a display panel from a transmitter over a wireless communication channel, the receiver being configured to: receive an indicator of a profile; receive a plurality of different encoded data layers from the transmitter over a wireless communication channel; transmit a return signal to the transmitter; decode the encoded data layers utilizing a plurality of decoder parameters corresponding to encoder parameters of the transmitter to generate a plurality of decoded data layers; and transmit the decoded data layers to a display panel for display thereby. 